Ranking categorical features using generalization properties

Keyphrases

• Categorical Features 100%
• Generalization Properties 100%
• Generalization Error 80%
• Optimal Predictor 40%
• Feature Selection 40%
• Ginger 40%
• Ranking Criteria 40%
• Decision Tree 20%
• Misclassification Error 20%
• Synthetic Data 20%
• Accurate Estimation 20%
• Training Set 20%
• Decision Tree Learning 20%
• Error Criterion 20%
• Optimization Analysis 20%
• Machine Learning Tasks 20%
• Feature Ranking 20%
• Gini Coefficient 20%
• Feature Ranking Methods 20%
• Natural Data 20%
• Bayes Optimal 20%
• Training Error 20%
• Concentration Properties 20%

Computer Science

• Generalization Error 100%
• Decision Trees 50%
• Feature Selection 50%
• Machine Learning 25%
• True Generalization 25%
• Training Error 25%

Mathematics

• Decision Tree 100%
• Training Set 50%
• Learning Task 50%
• Gini Index 50%